Resource takes an unqualified resource and returns a Group qualified GroupResource.

ExpressionQueryMetricType is an raw query style metric, it is queried from a system which supports it, such as prometheus.

GroupName specifies the group name used to register the objects.

MetricQueryMetricType is an selector style metric, it queried from a system which supports it.

PredictionModeInstant means predicting a single point in the future, for example the maximum value for the next hour.

PredictionModeRange means predicting a time series during a range of time in the future.

ResourceQueryMetricType is kubernetes built in metric, only support cpu and memory now.

TimeSeriesPredictionConditionReady means the prediction data is available to consume.

Depreciated: use Install instead.

GroupVersion specifies the group and the version used to register the objects.

localSchemeBuilder and AddToScheme will stay in k8s.io/kubernetes.

SchemeGroupVersion is group version used to register these objects Deprecated: use GroupVersion instead.

Algorithm describe the algorithm params.

ClusterNodePrediction must be created in crane root namespace as TimeSeriesPrediction is a namespaced object now.

ClusterNodePredictionList is a list of TimeSeriesPrediction resources.

ExpressionQuery.

A Label is a Name and Value pair that provides additional information about the metric.

MetricQuery.

MetricTimeSeries is a stream of samples that belong to a metric with a set of labels.

PredictionMetric describe what metric of your time series prediction, how to query, use which algorithm to predict.

MetricPredictedData is predicted data of an metric, which denote a metric by ResourceIdentifier in the PredictionMetric.

QueryCondition is a key, operator, value triple.

Sample pairs a Value with a Timestamp.

TimeSeriesPrediction is a prediction for a time series.

TimeSeriesPredictionList is a list of NodePrediction resources.

TimeSeriesPredictionSpec is a description of a TimeSeriesPrediction.

TimeSeriesPredictionStatus is the status of a TimeSeriesPrediction.

MetricType is the type of metric.

PredictionConditionType is a valid value for TimeSeriesPredictionCondition.Type.

PredictionMode represents the prediction time series mode.